Your files are gone. You should contact support for the VPS hosting company you use and get them to help reinstall your VPS. There is a very slim chance they may have a backup of your files but it seems unlikely.

Now you've learned the hard way, you should investigate some backup solutions. The easiest is to just use an FTP client like filezilla to copy the files to your local system.